a3c-lstm

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Here are 21 public repositories matching this topic...

dgriff777 / a3c_continuous

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A continuous action space version of A3C LSTM in pytorch plus A3G design

openai-gym pytorch a3c pytorch-a3c a3c-lstm a3c-gpu a3g

Updated Oct 11, 2024
Python

devendrachaplot / DeepRL-Grounding

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Train an RL agent to execute natural language instructions in a 3D Environment (PyTorch)

reinforcement-learning pytorch pytorch-rl a3c-lstm language-grounding gated-attention

Updated Apr 16, 2018
Python

Nasdin / ReinforcementLearning-AtariGame

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Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

python reinforcement-learning deep-reinforcement-learning openai-gym pytorch lstm reinforcement-learning-algorithms a3c universe adam rmsprop actor-critic asynchronous-advantage-actor-critic reinforcement-agents a3c-lstm

Updated Sep 19, 2024
Python

sadeqa / Super-Mario-Bros-RL

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This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros

mario reinforcement-learning deep-reinforcement-learning pytorch curiosity actor-critic mva ppo a3c-lstm a3c-curiosity ppo-curiosity

Updated Jan 19, 2019
Jupyter Notebook

ArvindSoma / a3c-super-mario-pytorch

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Reinforcement Learning for Super Mario Bros using A3C on GPU

python reinforcement-learning multiprocessing deep-reinforcement-learning openai-gym pytorch a3c super-mario-bros a3c-lstm mario-nes-environment

Updated Apr 5, 2018
Python

Deepest-Project / WorldModels-A3C

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World Models with A3C on Carracing-v0 in gym

pytorch lstm gym vae a3c actor-critic car-racing model-based-rl a3c-lstm world-models world-models-rl world-models-a3c

Updated Mar 29, 2020
Python

QasimWani / policy-value-methods

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Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

deep-neural-networks algorithms deep-reinforcement-learning openai-gym policy-gradient evolutionary-algorithms reinforce ddpg actor-critic proximal-policy-optimization a3c-lstm td3 augmented-random-search

Updated Aug 27, 2020
Python

BKHMSI / Meta-RL-Harlow

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PyTorch implementation of two variants of the Harlow visual fixation task (PsychLab and 1D version). Reproduces the results found in two papers. Check the ReadMe for more details!

reinforcement-learning neuroscience deepmind-lab a3c deepmind meta-learning a3c-lstm meta-reinforcement-learning harlow psychlab

Updated Sep 2, 2020
Python

mabirck / AttentionTRL

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Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind

reinforcement-learning deep-learning a3c multitasking attention-mechanism pytorch-a3c asynchronous-advantage-actor-critic pytorch-rl a2c a3c-lstm a3c-gpu attention-a3c

Updated Jan 9, 2018
Python

nicklashansen / a3c

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Asynchronous Advantage Actor-Critic using Generalized Advantage Estimation (PyTorch)

reinforcement-learning pytorch a3c a3c-lstm

Updated Oct 11, 2019
Python

Chang-Chia-Chi / Sonic-the-Hedgehog-A3C-LSTM-tensorflow2

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Asynchronous Advantage Actor-Critic (A3C+LSTM) for Sonic the Hedgehog using Tensorflow 2

python deep-reinforcement-learning sonic-the-hedgehog a3c-lstm tensorflow2

Updated Dec 3, 2020
Python

gianluca-maselli / A3C

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PyTorch implementation of A3C (Asynchronous Advantage Actor Critic)

python reinforcement-learning deep-learning deep-reinforcement-learning pytorch a3c asynchronous-methods actor-critic asynchronous-advantage-actor-critic a3c-lstm a3c-algorithm

Updated Nov 6, 2023
Python

ManuOtel / A3C-Mobile-Robot

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Research Project in A3C reinforcement learning algorithm used for path finding mobile robots

reinforcement-learning a3c mobile-robots path-finding a3c-lstm cbam vae-pytorch spatial-attention-vae

Updated Mar 5, 2023
Python

Nagaraj-U / Breakout-A3C

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Implementing A3C algorithm to teach AI to make Breakout Work using deep Q-learning.

python ai a3c-lstm

Updated Nov 22, 2020
Python

JanGaida / super-mario-bros-with-a3c

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Deep-Reinforcement-Learning with A3C in 'Super Mario Bros' (NES, 1985)

super-mario python reinforcement-learning deep-reinforcement-learning openai-gym pytorch openai a3c deep-q-learning super-mario-bros a3c-lstm a3c-gpu angewandtes-maschinelles-lernen hochschule-hof

Updated Aug 5, 2020
Python

gpzlx1 / RL-A3C-Riverraid-v0

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A simple implementation of A3C for atari game Riverraid-v0 from scratch.

pytorch atari a3c-lstm riverraid

Updated Jun 16, 2020
Python

FYT3RP4TIL / A3C-GoogleDeepMind-OpenAIGym-KungFuMaster

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Implementation of the World's most Advance AI Algorithm (Jan 2024) A3C created by GoogleDeepMind combining DQN with Deep Policy Network, uses multiple agents ot learn faster and reduce training time.

reinforcement-learning pytorch dqn a3c-lstm a3c-algorithm